Data Science 统计学课程
数据科学统计学课程可以帮助您学习数据 Visualization、假设检验、Regression Analysis 和概率论。您可以掌握解释数据趋势、进行预测和 A/B Testing 的技能。许多课程会介绍 R、Python 和 SQL 等工具，这些工具支持分析数据集和实施统计模型。通过使用这些工具，您可以有效地将统计方法应用到现实世界的数据挑战中，从而提高您得出有意义见解的能力。
数据科学的热门统计学课程和认证
状态：新状态：预览University of Colorado Boulder
您将获得的技能: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Jupyter, Data Analysis, Computer Programming
状态：免费试用SkillUp
您将获得的技能: 风险管理, 数据架构, 个人身份信息, 数据安全, 威胁检测, 安全控制, 信息隐私, 合规管理, 法律, 数据完整性, 事件响应, Encryption, 网络安全, Data Governance, 数据质量
状态：免费试用Microsoft
您将获得的技能: 时间序列分析和预测, 商业智能, Power BI, 数据建模, 数据仓库, 性能调整, Data Analysis 表达式（DAX）, 数据可视化, 星形模式, 数据库设计, 数据分析
状态：预览Ball State University
您将获得的技能: Data Ethics, Data Collection, Probability & Statistics, Statistics, Sampling (Statistics), Data Science, R Programming, Statistical Methods, Data Structures, Data Analysis, Data Capture, Information Privacy, Tidyverse (R Package), Data Quality, Informed Consent, Social Impact, Ethical Standards And Conduct, Data Validation, Algorithms, Big Data
状态：新状态：免费试用您将获得的技能: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
状态：免费试用Microsoft
您将获得的技能: Graph Theory, Data Structures, Microsoft Copilot, .NET Framework, Algorithms, Back-End Web Development, C# (Programming Language), Performance Tuning, Programming Principles, Server Side, Scalability, Application Performance Management
状态：预览您将获得的技能: General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Data Governance, Data Security, Cybersecurity, Data Management, Data Ethics, Cyber Governance, Security Controls, Cyber Risk, Data Access, Encryption, Risk Management Framework
Coursera
您将获得的技能: Data Science, Web Applications, Python Programming, Programming Principles, Artificial Intelligence, Computer Programming, Scientific Visualization, Game Design
状态：免费Amazon Web Services
您将获得的技能: Data-Driven Decision-Making, Data Lakes, Analytics, Data Architecture, Data Warehousing, Data Management, Data Analysis, Big Data, Business Analytics, Data Storage, Amazon Web Services, Machine Learning, Data Strategy
状态：免费试用University of Michigan
您将获得的技能: Statistics, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Python Programming
状态：新状态：免费您将获得的技能: Prompt Engineering, Responsible AI, ChatGPT, Data Ethics, LLM Application, AI Personalization, Generative AI, Digital pedagogy, Email Automation, Educational Materials, Ethical Standards And Conduct
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 机器学习, 分类算法, 无监督学习, 预测建模, Scikit-learn （机器学习库）, 人工神经网络, 模型评估, 监督学习, 功能工程, 回归分析, 决策树学习, 应用机器学习, 随机森林算法
总之，以下是 10 最受欢迎的 statistics for data science 课程
- Introduction to Python for Scientific Computing: University of Colorado Boulder
- 数据隐私、安全、治理、风险和合规性: SkillUp
- Power BI 数据建模: Microsoft
- Introduction to Data Science: Ball State University
- Data Science Fundamentals, Part 1: Pearson
- Data Structures and Algorithms: Microsoft
- Introduction to Data Protection and Privacy: Coursera
- Introduction to Python: Coursera
- Fundamentals of Analytics on AWS: Amazon Web Services
- Statistics with Python Using NumPy, Pandas, and SciPy: University of Michigan
